Association Between METS-IR and Prehypertension or Hypertension Among Normoglycemia Subjects in Japan: A Retrospective Study
Our study aimed to investigate the association between the novel non-insulin-based metabolic score for insulin resistance (METS-IR) index and pre-hypertension (HTN) or HTN in normoglycemia Japanese participants. The NAGALA medical examination program at Murakami Memorial Hospital in Gifu, Japan was...
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Published in | Frontiers in endocrinology (Lausanne) Vol. 13; p. 851338 |
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Main Authors | , , , , , , , |
Format | Journal Article |
Language | English |
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18.03.2022
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ISSN | 1664-2392 1664-2392 |
DOI | 10.3389/fendo.2022.851338 |
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Abstract | Our study aimed to investigate the association between the novel non-insulin-based metabolic score for insulin resistance (METS-IR) index and pre-hypertension (HTN) or HTN in normoglycemia Japanese participants.
The NAGALA medical examination program at Murakami Memorial Hospital in Gifu, Japan was found in 1994. 15,453 participants enrolled in this program from 2004 to 2015 was included in this retrospective study to explore the association between the METS-IR index and pre-HTN or HTN. Covariates included serum biomarkers and clinicodemographic characteristics. Logistic regression was applied to explore the association between METS-IR level and pre-HTN or HTN.
This study includes a total of 15453 participants. The prevalence rates of pre-HTN and HTN were 28.55% (4412/15453) and 6.23% (962/15453), respectively. Adjusted for confounding factors in the multivariable logistic regression analysis models, when METS-IR was used as a categorical variable, high METS-IR was significantly associated with both pre-HTN (adjusted odds ratio (OR) = 1.95, 95% confidence interval (CI): 1.61-2.36) and HTN (adjusted OR = 2.12, 95% CI: 1.44-3.11). When METS-IR was used as a continuous variable, each 1 unit increase in METS-IR was associated with a 7% increase in the prevalence of pre-HTN (adjusted OR = 1.07, 95% CI: 1.06-1.08) and with a 13% increase in the prevalence of HTN (adjusted OR = 1.13, 95% CI: 1.10-1.16). Stratified analyses indicated a positive correlation between METS-IR and pre-HTN or HTN in normoglycemia subjects with different characteristics.
METS-IR levels are significantly associated with pre-HTN or HTN in normoglycemia individuals in Gifu, Japan. METS-IR may be used as a monitoring indicator for the development of HTN primary prevention and management strategies in the future, but it still needs more research to confirm. |
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AbstractList | Our study aimed to investigate the association between the novel non-insulin-based metabolic score for insulin resistance (METS-IR) index and pre-hypertension (HTN) or HTN in normoglycemia Japanese participants.AimOur study aimed to investigate the association between the novel non-insulin-based metabolic score for insulin resistance (METS-IR) index and pre-hypertension (HTN) or HTN in normoglycemia Japanese participants.The NAGALA medical examination program at Murakami Memorial Hospital in Gifu, Japan was found in 1994. 15,453 participants enrolled in this program from 2004 to 2015 was included in this retrospective study to explore the association between the METS-IR index and pre-HTN or HTN. Covariates included serum biomarkers and clinicodemographic characteristics. Logistic regression was applied to explore the association between METS-IR level and pre-HTN or HTN.MethodsThe NAGALA medical examination program at Murakami Memorial Hospital in Gifu, Japan was found in 1994. 15,453 participants enrolled in this program from 2004 to 2015 was included in this retrospective study to explore the association between the METS-IR index and pre-HTN or HTN. Covariates included serum biomarkers and clinicodemographic characteristics. Logistic regression was applied to explore the association between METS-IR level and pre-HTN or HTN.This study includes a total of 15453 participants. The prevalence rates of pre-HTN and HTN were 28.55% (4412/15453) and 6.23% (962/15453), respectively. Adjusted for confounding factors in the multivariable logistic regression analysis models, when METS-IR was used as a categorical variable, high METS-IR was significantly associated with both pre-HTN (adjusted odds ratio (OR) = 1.95, 95% confidence interval (CI): 1.61-2.36) and HTN (adjusted OR = 2.12, 95% CI: 1.44-3.11). When METS-IR was used as a continuous variable, each 1 unit increase in METS-IR was associated with a 7% increase in the prevalence of pre-HTN (adjusted OR = 1.07, 95% CI: 1.06-1.08) and with a 13% increase in the prevalence of HTN (adjusted OR = 1.13, 95% CI: 1.10-1.16). Stratified analyses indicated a positive correlation between METS-IR and pre-HTN or HTN in normoglycemia subjects with different characteristics.ResultsThis study includes a total of 15453 participants. The prevalence rates of pre-HTN and HTN were 28.55% (4412/15453) and 6.23% (962/15453), respectively. Adjusted for confounding factors in the multivariable logistic regression analysis models, when METS-IR was used as a categorical variable, high METS-IR was significantly associated with both pre-HTN (adjusted odds ratio (OR) = 1.95, 95% confidence interval (CI): 1.61-2.36) and HTN (adjusted OR = 2.12, 95% CI: 1.44-3.11). When METS-IR was used as a continuous variable, each 1 unit increase in METS-IR was associated with a 7% increase in the prevalence of pre-HTN (adjusted OR = 1.07, 95% CI: 1.06-1.08) and with a 13% increase in the prevalence of HTN (adjusted OR = 1.13, 95% CI: 1.10-1.16). Stratified analyses indicated a positive correlation between METS-IR and pre-HTN or HTN in normoglycemia subjects with different characteristics.METS-IR levels are significantly associated with pre-HTN or HTN in normoglycemia individuals in Gifu, Japan. METS-IR may be used as a monitoring indicator for the development of HTN primary prevention and management strategies in the future, but it still needs more research to confirm.ConclusionsMETS-IR levels are significantly associated with pre-HTN or HTN in normoglycemia individuals in Gifu, Japan. METS-IR may be used as a monitoring indicator for the development of HTN primary prevention and management strategies in the future, but it still needs more research to confirm. AimOur study aimed to investigate the association between the novel non–insulin‐based metabolic score for insulin resistance (METS-IR) index and pre-hypertension (HTN) or HTN in normoglycemia Japanese participants.MethodsThe NAGALA medical examination program at Murakami Memorial Hospital in Gifu, Japan was found in 1994. 15,453 participants enrolled in this program from 2004 to 2015 was included in this retrospective study to explore the association between the METS-IR index and pre-HTN or HTN. Covariates included serum biomarkers and clinicodemographic characteristics. Logistic regression was applied to explore the association between METS-IR level and pre-HTN or HTN.ResultsThis study includes a total of 15453 participants. The prevalence rates of pre-HTN and HTN were 28.55% (4412/15453) and 6.23% (962/15453), respectively. Adjusted for confounding factors in the multivariable logistic regression analysis models, when METS-IR was used as a categorical variable, high METS-IR was significantly associated with both pre-HTN (adjusted odds ratio (OR) = 1.95, 95% confidence interval (CI): 1.61–2.36) and HTN (adjusted OR = 2.12, 95% CI: 1.44–3.11). When METS-IR was used as a continuous variable, each 1 unit increase in METS-IR was associated with a 7% increase in the prevalence of pre-HTN (adjusted OR = 1.07, 95% CI: 1.06–1.08) and with a 13% increase in the prevalence of HTN (adjusted OR = 1.13, 95% CI: 1.10–1.16). Stratified analyses indicated a positive correlation between METS-IR and pre-HTN or HTN in normoglycemia subjects with different characteristics.ConclusionsMETS-IR levels are significantly associated with pre-HTN or HTN in normoglycemia individuals in Gifu, Japan. METS-IR may be used as a monitoring indicator for the development of HTN primary prevention and management strategies in the future, but it still needs more research to confirm. Our study aimed to investigate the association between the novel non-insulin-based metabolic score for insulin resistance (METS-IR) index and pre-hypertension (HTN) or HTN in normoglycemia Japanese participants. The NAGALA medical examination program at Murakami Memorial Hospital in Gifu, Japan was found in 1994. 15,453 participants enrolled in this program from 2004 to 2015 was included in this retrospective study to explore the association between the METS-IR index and pre-HTN or HTN. Covariates included serum biomarkers and clinicodemographic characteristics. Logistic regression was applied to explore the association between METS-IR level and pre-HTN or HTN. This study includes a total of 15453 participants. The prevalence rates of pre-HTN and HTN were 28.55% (4412/15453) and 6.23% (962/15453), respectively. Adjusted for confounding factors in the multivariable logistic regression analysis models, when METS-IR was used as a categorical variable, high METS-IR was significantly associated with both pre-HTN (adjusted odds ratio (OR) = 1.95, 95% confidence interval (CI): 1.61-2.36) and HTN (adjusted OR = 2.12, 95% CI: 1.44-3.11). When METS-IR was used as a continuous variable, each 1 unit increase in METS-IR was associated with a 7% increase in the prevalence of pre-HTN (adjusted OR = 1.07, 95% CI: 1.06-1.08) and with a 13% increase in the prevalence of HTN (adjusted OR = 1.13, 95% CI: 1.10-1.16). Stratified analyses indicated a positive correlation between METS-IR and pre-HTN or HTN in normoglycemia subjects with different characteristics. METS-IR levels are significantly associated with pre-HTN or HTN in normoglycemia individuals in Gifu, Japan. METS-IR may be used as a monitoring indicator for the development of HTN primary prevention and management strategies in the future, but it still needs more research to confirm. |
Author | Liu, Jie Xu, Yingjia Zou, Su Yang, Chen-Xi Han, Kai-Yue Wang, Zhangsheng Gu, Jianing Liu, Dan |
AuthorAffiliation | 1 Department of Cardiology, Shanghai Fifth People’s Hospital, Fudan University , Shanghai , China 2 Department of Vascular and Endovascular Surgery, Chinese PLA General Hospital , Beijing , China |
AuthorAffiliation_xml | – name: 2 Department of Vascular and Endovascular Surgery, Chinese PLA General Hospital , Beijing , China – name: 1 Department of Cardiology, Shanghai Fifth People’s Hospital, Fudan University , Shanghai , China |
Author_xml | – sequence: 1 givenname: Kai-Yue surname: Han fullname: Han, Kai-Yue – sequence: 2 givenname: Jianing surname: Gu fullname: Gu, Jianing – sequence: 3 givenname: Zhangsheng surname: Wang fullname: Wang, Zhangsheng – sequence: 4 givenname: Jie surname: Liu fullname: Liu, Jie – sequence: 5 givenname: Su surname: Zou fullname: Zou, Su – sequence: 6 givenname: Chen-Xi surname: Yang fullname: Yang, Chen-Xi – sequence: 7 givenname: Dan surname: Liu fullname: Liu, Dan – sequence: 8 givenname: Yingjia surname: Xu fullname: Xu, Yingjia |
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Cites_doi | 10.1021/pr5003406 10.1186/s12874-018-0521-y 10.1016/j.bbalip.2009.09.025 10.1373/clinchem.2006.078980 10.1038/nrendo.2015.216 10.1111/jch.13614 10.1007/s12020-017-1411-5 10.1186/s12933-018-0762-4 10.1016/j.cmet.2011.07.015 10.1001/jamaoncol.2019.2996 10.1530/eje-17-0883 10.1161/circulationaha.116.022367 10.1373/clinchem.2006.077784 10.1038/s41366-018-0076-3 10.2215/cjn.08980914 10.1089/met.2019.0029 10.1038/s41440-019-0284-9 10.1111/jch.12108 10.1186/s12933-019-0948-4 10.1161/hypertensionaha.117.10546 10.1097/HJH.0b013e32831967ca 10.1002/prca.201800184 10.1007/s40292-020-00408-8 10.2337/diacare.25.7.1252 10.1186/s12963-014-0028-7 10.1016/s0895-7061(01)02236-1 10.1038/sj.ijo.0803111 10.1152/ajpendo.00645.2007 10.1111/jgh.12786 10.1016/j.ajpath.2021.05.011 10.2337/dc06-0919 10.1161/HYPERTENSIONAHA.108.118273 10.1186/s12933-019-0865-6 10.1001/jama.294.4.466 10.1111/j.1572-0241.2007.01526.x 10.1016/s0140-6736(05)17741-1 10.1161/circulationaha.105.563213 10.1016/j.metabol.2011.04.006 10.1016/S0140-6736(01)06710-1 10.1111/jch.13591 10.1111/jdi.13573 10.1016/j.clnu.2017.05.012 10.3390/ijerph121114764 10.1038/ki.2014.392 |
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Copyright | Copyright © 2022 Han, Gu, Wang, Liu, Zou, Yang, Liu and Xu. Copyright © 2022 Han, Gu, Wang, Liu, Zou, Yang, Liu and Xu 2022 Han, Gu, Wang, Liu, Zou, Yang, Liu and Xu |
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Keywords | normoglycemia hypertension insulin resistance metabolic score for insulin resistance (METS-IR) prehypertension |
Language | English |
License | Copyright © 2022 Han, Gu, Wang, Liu, Zou, Yang, Liu and Xu. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
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Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 Reviewed by: Nicolas Renna, Universidad Nacional de Cuyo, Argentina; Shaun Sabico, King Saud University, Saudi Arabia This article was submitted to Cardiovascular Endocrinology, a section of the journal Frontiers in Endocrinology Edited by: Gerald J. Maarman, Stellenbosch University, South Africa These authors share first authorship |
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References | Liu (B13) 2019; 21 Jia (B35) 2016; 12 Misra (B23) 2006; 30 Imrie (B36) 2010; 1801 Al-Daghri (B44) 2014; 13 Soleimani (B40) 2015; 87 Mancusi (B9) 2020; 27 Hashimoto (B17) 2015; 30 Bello-Chavolla (B12) 2019; 21 Tsimihodimos (B3) 2018; 71 Bello-Chavolla (B11) 2018; 178 Li (B15) 2021; 12 Hashimoto (B22) 2015; 10 Bonora (B8) 2007; 30 Ormazabal (B6) 2018; 17 Rudvik (B26) 2018; 18 Yu (B4) 2015; 12 Bornfeldt (B7) 2011; 14 Fan (B14) 2019; 17 Hamaguchi (B19) 2007; 102 Umemura (B24) 2019; 42 De Paoli (B42) 2021; 191 Fitzmaurice (B1) 2019; 5 Yang (B25) 2016; 134 Kim (B41) 2006; 113 Ryu (B18) 2007; 53 Hashimoto (B21) 2017; 58 Manley (B27) 2007; 53 Huang (B5) 2014; 12 Vasan (B32) 2001; 358 Muniyappa (B10) 2008; 294 Kokubo (B30) 2008; 52 Markus (B38) 2019; 18 Manousopoulou (B43) 2019; 13 Okamura (B16) 2019; 43 Nurdiantami (B33) 2018; 37 Ota (B20) 2002; 25 Esler (B39) 2001; 14 Kozakova (B37) 2019; 18 Kearney (B2) 2005; 365 Abbasi (B28) 2011; 60 Asayama (B31) 2009; 27 Tyson (B34) 2013; 15 Lloyd-Jones (B29) 2005; 294 |
References_xml | – volume: 13 year: 2014 ident: B44 article-title: Whole Serum 3D LC-nESI-FTMS Quantitative Proteomics Reveals Sexual Dimorphism in the Milieu Intérieur of Overweight and Obese Adults publication-title: J Proteome Res doi: 10.1021/pr5003406 – volume: 18 start-page: 64 year: 2018 ident: B26 article-title: Evaluation of Surrogate Measures of Insulin Sensitivity - Correlation With Gold Standard is Not Enough publication-title: BMC Med Res Methodol doi: 10.1186/s12874-018-0521-y – volume: 1801 year: 2010 ident: B36 article-title: Insulin Resistance, Lipotoxicity and Endothelial Dysfunction publication-title: Biochim Biophys Acta doi: 10.1016/j.bbalip.2009.09.025 – volume: 53 year: 2007 ident: B18 article-title: Gamma-Glutamyltransferase as a Predictor of Chronic Kidney Disease in Nonhypertensive and Nondiabetic Korean Men publication-title: Clin Chem doi: 10.1373/clinchem.2006.078980 – volume: 12 year: 2016 ident: B35 article-title: Insulin Resistance and Hyperinsulinaemia in Diabetic Cardiomyopathy publication-title: Nat Rev Endocrinol doi: 10.1038/nrendo.2015.216 – volume: 21 year: 2019 ident: B12 article-title: Prediction of Incident Hypertension and Arterial Stiffness Using the Non-Insulin-Based Metabolic Score for Insulin Resistance (METS-IR) Index publication-title: J Clin Hypertens (Greenwich) doi: 10.1111/jch.13614 – volume: 58 year: 2017 ident: B21 article-title: Weight Gain Since Age of 20 as Risk of Metabolic Syndrome Even in Non-Overweight Individuals publication-title: Endocrine doi: 10.1007/s12020-017-1411-5 – volume: 17 start-page: 122 year: 2018 ident: B6 article-title: Association Between Insulin Resistance and the Development of Cardiovascular Disease publication-title: Cardiovasc Diabetol doi: 10.1186/s12933-018-0762-4 – volume: 14 year: 2011 ident: B7 article-title: Insulin Resistance, Hyperglycemia, and Atherosclerosis publication-title: Cell Metab doi: 10.1016/j.cmet.2011.07.015 – volume: 5 year: 2019 ident: B1 article-title: Global, Regional, and National Cancer Incidence, Mortality, Years of Life Lost, Years Lived With Disability, and Disability-Adjusted Life-Years for 29 Cancer Groups, 1990 to 2017: A Systematic Analysis for the Global Burden of Disease Study publication-title: JAMA Oncol doi: 10.1001/jamaoncol.2019.2996 – volume: 178 year: 2018 ident: B11 article-title: METS-IR, a Novel Score to Evaluate Insulin Sensitivity, is Predictive of Visceral Adiposity and Incident Type 2 Diabetes publication-title: Eur J Endocrinol doi: 10.1530/eje-17-0883 – volume: 134 year: 2016 ident: B25 article-title: Predicting the 10-Year Risks of Atherosclerotic Cardiovascular Disease in Chinese Population: The China-PAR Project (Prediction for ASCVD Risk in China) publication-title: Circulation doi: 10.1161/circulationaha.116.022367 – volume: 53 year: 2007 ident: B27 article-title: Comparison of 11 Human Insulin Assays: Implications for Clinical Investigation and Research publication-title: Clin Chem doi: 10.1373/clinchem.2006.077784 – volume: 43 year: 2019 ident: B16 article-title: Ectopic Fat Obesity Presents the Greatest Risk for Incident Type 2 Diabetes: A Population-Based Longitudinal Study publication-title: Int J Obes (Lond) doi: 10.1038/s41366-018-0076-3 – volume: 10 year: 2015 ident: B22 article-title: Metabolically Healthy Obesity and Risk of Incident CKD publication-title: Clin J Am Soc Nephrol doi: 10.2215/cjn.08980914 – volume: 17 year: 2019 ident: B14 article-title: Association of Three Simple Insulin Resistance Indexes With Prehypertension in Normoglycemic Subjects publication-title: Metab Syndr Relat Disord doi: 10.1089/met.2019.0029 – volume: 42 year: 2019 ident: B24 article-title: The Japanese Society of Hypertension Guidelines for the Management of Hypertension (JSH 2019) publication-title: Hypertension research: Off J Japanese Soc Hypertension doi: 10.1038/s41440-019-0284-9 – volume: 15 year: 2013 ident: B34 article-title: Impact of 5-Year Weight Change on Blood Pressure: Results From the Weight Loss Maintenance Trial publication-title: J Clin Hypertens (Greenwich) doi: 10.1111/jch.12108 – volume: 18 start-page: 145 year: 2019 ident: B38 article-title: Glucose and Insulin Levels are Associated With Arterial Stiffness and Concentric Remodeling of the Heart publication-title: Cardiovasc Diabetol doi: 10.1186/s12933-019-0948-4 – volume: 71 year: 2018 ident: B3 article-title: Hypertension and Diabetes Mellitus: Coprediction and Time Trajectories publication-title: Hypertension doi: 10.1161/hypertensionaha.117.10546 – volume: 27 year: 2009 ident: B31 article-title: Stroke Risk and Antihypertensive Drug Treatment in the General Population: The Japan Arteriosclerosis Longitudinal Study publication-title: J hypertension doi: 10.1097/HJH.0b013e32831967ca – volume: 13 year: 2019 ident: B43 article-title: Polycystic Ovary Syndrome and Insulin Physiology: An Observational Quantitative Serum Proteomics Study in Adolescent, Normal-Weight Females.Proteomics publication-title: Clin Appl doi: 10.1002/prca.201800184 – volume: 27 year: 2020 ident: B9 article-title: Insulin Resistance the Hinge Between Hypertension and Type 2 Diabetes publication-title: High Blood Press Cardiovasc Prev doi: 10.1007/s40292-020-00408-8 – volume: 25 year: 2002 ident: B20 article-title: Preobesity in World Health Organization Classification Involves the Metabolic Syndrome in Japanese publication-title: Diabetes Care doi: 10.2337/diacare.25.7.1252 – volume: 12 year: 2014 ident: B5 article-title: Epidemiology of Dyslipidemia in Chinese Adults: Meta-Analysis of Prevalence, Awareness, Treatment, and Control publication-title: Popul Health Metr doi: 10.1186/s12963-014-0028-7 – volume: 14 year: 2001 ident: B39 article-title: Sympathetic Nervous System and Insulin Resistance: From Obesity to Diabetes publication-title: Am J Hypertens doi: 10.1016/s0895-7061(01)02236-1 – volume: 30 year: 2006 ident: B23 article-title: Waist Circumference Cutoff Points and Action Levels for Asian Indians for Identification of Abdominal Obesity publication-title: Int J Obes (Lond) doi: 10.1038/sj.ijo.0803111 – volume: 294 year: 2008 ident: B10 article-title: Current Approaches for Assessing Insulin Sensitivity and Resistance In Vivo: Advantages, Limitations, and Appropriate Usage publication-title: Am J Physiol Endocrinol Metab doi: 10.1152/ajpendo.00645.2007 – volume: 30 year: 2015 ident: B17 article-title: Modest Alcohol Consumption Reduces the Incidence of Fatty Liver in Men: A Population-Based Large-Scale Cohort Study publication-title: J Gastroenterol Hepatol doi: 10.1111/jgh.12786 – volume: 191 year: 2021 ident: B42 article-title: The Role of Estrogen in Insulin Resistance: A Review of Clinical and Preclinical Data publication-title: Am J Pathol doi: 10.1016/j.ajpath.2021.05.011 – volume: 30 year: 2007 ident: B8 article-title: Insulin Resistance as Estimated by Homeostasis Model Assessment Predicts Incident Symptomatic Cardiovascular Disease in Caucasian Subjects From the General Population: The Bruneck Study publication-title: Diabetes Care doi: 10.2337/dc06-0919 – volume: 52 year: 2008 ident: B30 article-title: Impact of High-Normal Blood Pressure on the Risk of Cardiovascular Disease in a Japanese Urban Cohort: The Suita Study publication-title: Hypertension (Dallas Tex.: 1979) doi: 10.1161/HYPERTENSIONAHA.108.118273 – volume: 18 start-page: 61 year: 2019 ident: B37 article-title: Cardiovascular Organ Damage in Type 2 Diabetes Mellitus: The Role of Lipids and Inflammation publication-title: Cardiovasc Diabetol doi: 10.1186/s12933-019-0865-6 – volume: 294 year: 2005 ident: B29 article-title: Hypertension in Adults Across the Age Spectrum: Current Outcomes and Control in the Community publication-title: JAMA doi: 10.1001/jama.294.4.466 – volume: 102 year: 2007 ident: B19 article-title: The Severity of Ultrasonographic Findings in Nonalcoholic Fatty Liver Disease Reflects the Metabolic Syndrome and Visceral Fat Accumulation publication-title: Am J Gastroenterol doi: 10.1111/j.1572-0241.2007.01526.x – volume: 365 year: 2005 ident: B2 article-title: Global Burden of Hypertension: Analysis of Worldwide Data publication-title: Lancet doi: 10.1016/s0140-6736(05)17741-1 – volume: 113 year: 2006 ident: B41 article-title: Reciprocal Relationships Between Insulin Resistance and Endothelial Dysfunction: Molecular and Pathophysiological Mechanisms publication-title: Circulation doi: 10.1161/circulationaha.105.563213 – volume: 60 year: 2011 ident: B28 article-title: Comparison of Two Methods Using Plasma Triglyceride Concentration as a Surrogate Estimate of Insulin Action in Nondiabetic Subjects: Triglycerides × Glucose Versus Triglyceride/High-Density Lipoprotein Cholesterol publication-title: Metabolism doi: 10.1016/j.metabol.2011.04.006 – volume: 358 year: 2001 ident: B32 article-title: Assessment of Frequency of Progression to Hypertension in Non-Hypertensive Participants in the Framingham Heart Study: A Cohort Study publication-title: Lancet (London England) doi: 10.1016/S0140-6736(01)06710-1 – volume: 21 year: 2019 ident: B13 article-title: METS-IR, a Novel Simple Insulin Resistance Indexes, is Associated With Hypertension in Normal-Weight Chinese Adults publication-title: J Clin Hypertens (Greenwich) doi: 10.1111/jch.13591 – volume: 12 year: 2021 ident: B15 article-title: Insulin Resistance Surrogates Predict Hypertension Plus Hyperuricemia publication-title: J Diabetes Investig doi: 10.1111/jdi.13573 – volume: 37 year: 2018 ident: B33 article-title: Association of General and Central Obesity With Hypertension publication-title: Clin Nutr doi: 10.1016/j.clnu.2017.05.012 – volume: 12 year: 2015 ident: B4 article-title: Prevalence of Diabetes and Impaired Fasting Glucose in Hypertensive Adults in Rural China: Far From Leveling-Off publication-title: Int J Environ Res Public Health doi: 10.3390/ijerph121114764 – volume: 87 year: 2015 ident: B40 article-title: Insulin Resistance and Hypertension: New Insights publication-title: Kidney Int doi: 10.1038/ki.2014.392 |
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SubjectTerms | Cross-Sectional Studies Endocrinology Humans Hypertension Insulin Resistance Japan - epidemiology metabolic score for insulin resistance (METS-IR) Metabolic Syndrome - epidemiology normoglycemia prehypertension Prehypertension - complications Prehypertension - epidemiology Retrospective Studies |
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Title | Association Between METS-IR and Prehypertension or Hypertension Among Normoglycemia Subjects in Japan: A Retrospective Study |
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